diff --git a/.env.template b/.env.template
index 08825c0..02ca561 100644
--- a/.env.template
+++ b/.env.template
@@ -1 +1,2 @@
 OPENAI_API_KEY=place-your-key-here
+AWS_PROFILE=place-your-profile-here
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 68bc17f..fbc5980 100644
--- a/.gitignore
+++ b/.gitignore
@@ -158,3 +158,6 @@ cython_debug/
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 #.idea/
+
+
+*.ipynb
\ No newline at end of file
diff --git a/plotai/llm/bedrock.py b/plotai/llm/bedrock.py
new file mode 100644
index 0000000..b2a583a
--- /dev/null
+++ b/plotai/llm/bedrock.py
@@ -0,0 +1,48 @@
+import os
+import boto3
+from botocore.exceptions import ClientError
+
+from dotenv import load_dotenv
+
+load_dotenv()
+
+
+
+class Bedrock:
+
+
+    def __init__(self, model: str, region_name: str = "us-east-1"):
+        profile_name = os.environ.get("AWS_PROFILE")
+        if profile_name is None:
+            raise Exception(
+                "Please set AWS_PROFILE environment variable."
+                "You can obtain API key from https://console.aws.amazon.com/iam/home#/security_credentials"
+            )
+        self.region_name = region_name
+        self.session = boto3.Session(profile_name=profile_name)
+        self.model = model
+        self.client = self.session.client("bedrock-runtime", region_name=self.region_name)
+
+
+    def chat(self, prompt):
+        conversation = [
+            {
+                "role": "user",
+                "content": [{"text": prompt}],
+            }
+        ]
+        try:
+            response = self.client.converse(
+                modelId=self.model,
+                messages=conversation,
+                inferenceConfig={"maxTokens": 512, "temperature": 0.5, "topP": 0.9},
+            )
+            response_text = response["output"]["message"]["content"][0]["text"]
+            return response_text
+        except (ClientError, Exception) as e:
+            return f"ERROR: Can't invoke '{self.model}'. Reason: {e}"
+
+
+# br = Bedrock("anthropic.claude-3-5-sonnet-20240620-v1:0")
+
+# print(br.chat("Tell me a joke"))
diff --git a/plotai/llm/openai.py b/plotai/llm/openai.py
index e30b0c7..8a3d5dd 100644
--- a/plotai/llm/openai.py
+++ b/plotai/llm/openai.py
@@ -16,13 +16,13 @@ class ChatGPT:
     model = "gpt-3.5-turbo"
 
     def __init__(self, model: str):
-        api_key = os.environ.get("OPENAI_API_KEY")
-        if api_key is None:
+        self.api_key = os.environ.get("OPENAI_API_KEY")
+        if self.api_key is None:
             raise Exception(
                 "Please set OPENAI_API_KEY environment variable."
                 "You can obtain API key from https://platform.openai.com/account/api-keys"
             )
-        openai.api_key = api_key
+        openai.api_key = self.api_key
         self.model = model
 
     @property
@@ -37,7 +37,7 @@ def _default_params(self):
         }
 
     def chat(self, prompt):
-        client = openai.OpenAI()
+        client = openai.OpenAI(api_key=self.api_key)
 
         params = {
             **self._default_params,
diff --git a/plotai/plotai.py b/plotai/plotai.py
index 09c09aa..6855e1c 100644
--- a/plotai/plotai.py
+++ b/plotai/plotai.py
@@ -8,8 +8,8 @@
 
 class PlotAI:
 
-    def __init__(self, *args, **kwargs):
-        self.model_version = "gpt-3.5-turbo"
+    def __init__(self, llm, *args, **kwargs):
+        self.llm = llm
         # DataFrame to plot
         self.df, self.x, self.y, self.z = None, None, None, None
         
@@ -28,7 +28,7 @@ def make(self, prompt):
 
         Logger().log({"title": "Prompt", "details": p.value})
 
-        response = ChatGPT(model=self.model_version).chat(p.value)
+        response = self.llm.chat(p.value)
 
         Logger().log({"title": "Response", "details": response})
 
@@ -36,16 +36,3 @@ def make(self, prompt):
         error = executor.run(response, globals(), {"df":self.df, "x": self.x, "y": self.y, "z": self.z})
         if error is not None:
             Logger().log({"title": "Error in code execution", "details": error})
-
-            # p_again = Prompt(prompt, self.df, self.x, self.y, self.z, previous_code=response, previous_error=error)
-
-            # Logger().log({"title": "Prompt with fix", "details": p_again.value})
-
-            # response = ChatGPT().chat(p.value)
-
-            # Logger().log({"title": "Response", "details": response})
-
-            # executor = Executor()
-            # error = executor.run(response, globals(), locals())
-            # if error is not None:
-            #     Logger().log({"title": "Error in code execution", "details": error})
diff --git a/plotai/prompt/prompt.py b/plotai/prompt/prompt.py
index 8d83392..f3eb45b 100644
--- a/plotai/prompt/prompt.py
+++ b/plotai/prompt/prompt.py
@@ -13,7 +13,8 @@ def __init__(self, prompt="", df=None, x=None, y=None, z=None, previous_code="",
     def input_data_str(self):
         if self.df is not None:
             return f"""
-```python
+```
+python
 # pandas DataFrame
 '''
 {self.df.head(5)}
@@ -43,12 +44,14 @@ def value(self):
 
 Initial python code to be updated        
 
-```python
+```
+python
 # TODO import required dependencies
 # TODO Provide the plot
 ```
 
-Output only Python code.
+Output only Python code. Don't even think about providing the plot. Just the code.
+There is also no need to tell me you are sending Python code, I know what I'm expecting
 """
 
         if self.previous_code != "":
diff --git a/requirements.txt b/requirements.txt
index a1870fc..4fb1b13 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,3 +3,4 @@ pandas
 numpy
 openai
 python-dotenv
+boto3
\ No newline at end of file